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I. The Invariance of Kinematic Density
The wedge product of , , and is , where is the expression for kinematic density, which will be defined in more detail a bit later.
Let's prove the invariance of . Because , , and are all left-invariant, it follows that is a left-invariant 3-form. In fact, it is the unique left-invariant 3-form. Suppose we have
.
Because is left-invariant,
and implies that must be a constant function. (A similar case was discussed in Problem 19). So
is left-invariant. A similar argument shows that
is also invariant under right translations. So, is both left-invariant and right-invariant. Using the fact that , it follows that
II. Kinematic Measure
In the past we have discussed geometric probability in terms of "throwing points at" or "dropping lines on" a region in order to determine information regarding its length or area. Now let's consider probability in a different light. Suppose we have region K (K need not be convex) and a line L. Let's measure the set of motions that will move that line to a unique line that meets the region K. Wouldn't the set of lines that intersect K (Figure 1) have the same measure as the set of motions that move a line L so that it intersects K (Figure 2) ? YES!!
The kinematic density is an element of volume, and integrating over a domain on M yields the measure of the set of motions called kinetic measure.
The benefit of measuring a set of motions rather than a set of lines is that we are no longer restricted to just lines. We can calculate probability by measuring the motions of any figure we choose, like rectangles for example. Let K = OABC be a rectangle and let be a fixed region on the plane. Let's find the measure of the set of motions that move K so that it intersects in at least one point. This measure is defined by the integral of over all the motions that satsify . Note that the measure of the set of motions does not depend on the initial position of our rectangle or the position of the region .

III. Other Expressions for Kinematic Density
There are other expressions for as you might have guessed.

Let the line P be defined by the point (a,b) and , the angle between the x'-axis and the x-axis. The transformations are then
where and t = PH indicates that G must be oriented. Also, if , then
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